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ExplainableAI

Collection of experiments that can be used for explainable AI

Implementations


Input times the gradient

Original image Input x Gradient
TODO TODO

Adversial attack

As implemented in https://arxiv.org/abs/1412.6572

Adversial attack aims to introduce a noice which will cause our prediction to go wrong.

Original Image Adversial Attack
Original Attack

ScoreCam

As implemented in https://arxiv.org/pdf/1910.01279.pdf

Scorecam aims to make a hypothesis what region of the image our network will make its decision based on. Whiter the pixels are in the picture, more attention the model pays to the region.

Original Image Scorecam Focus
Original Attack

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Collection of ways to explain NN outputs

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